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  4. Alignment of Building Footprints Using Quasi-Nadir Aerial Photography
 
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2019
Konferenzbeitrag
Titel

Alignment of Building Footprints Using Quasi-Nadir Aerial Photography

Abstract
In this paper, we consider the alignment problem of building outlines, provided by openly available sources, and high resolution aerial images. This problem can be transferred to that of matching images with different modalities. After studying related works, we propose to minimize a cost function penalizing both color and gradient discrepancies. Semantic context is extensively taken into account, and additional information, such as classification result, can be integrated. Pyramid-based coarse registration and median-filtering-based outlier suppression were implemented as pre- and post-processing modules, respectively. We performed extensive tests with three very different datasets and achieved encouraging results, which were very stable once application of pre- and post-processing took place.
Author(s)
Bulatov, Dimitri
Fraunhofer-Institut für Optronik, Systemtechnik und Bildauswertung IOSB
Hauptwerk
Image Analysis. 21st Scandinavian Conference, SCIA 2019. Proceedings
Konferenz
Scandinavian Conference on Image Analysis (SCIA) 2019
Thumbnail Image
DOI
10.1007/978-3-030-20205-7_30
Language
Englisch
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IOSB
Tags
  • Building outlines

  • Multimodal registrati...

  • Alignment

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